SIENTIAPDE-1222

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SIENTIAPDE-1214: Enhance MLFlow and tests with datetime index handling and logging improvements

- Added a new method in MLFlow to detect and parse datetime indices in DataFrames, ensuring proper format and raising errors for invalid types.
- Updated prediction workflows to utilize the new datetime index handling, improving data integrity during transformations.
- Enhanced logging in model_repository to include detailed data outputs for better traceability.
- Adjusted timeout settings in prediction workflows for improved execution time management.
- Updated tests.ipynb to include additional checks for index types and outputs for better validation of functionality.

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vitor-aignosi

2025-09-15 14:47:24 -03:00

parent fc47c1bb3d

commit 45263c10e5

8 changed files with 143 additions and 829 deletions

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